Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 14521 |
| Missing cells | 85591 |
| Missing cells (%) | 18.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.5 MiB |
| Average record size in memory | 256.0 B |
Variable types
| Numeric | 30 |
|---|---|
| Categorical | 2 |
iso_code has a high cardinality: 218 distinct values | High cardinality |
country has a high cardinality: 218 distinct values | High cardinality |
co2 is highly correlated with co2_per_capita and 22 other fields | High correlation |
co2_growth_prct is highly correlated with co2_growth_abs | High correlation |
co2_growth_abs is highly correlated with co2_growth_prct | High correlation |
co2_per_capita is highly correlated with co2 and 19 other fields | High correlation |
share_global_co2 is highly correlated with co2 and 22 other fields | High correlation |
cumulative_co2 is highly correlated with co2 and 22 other fields | High correlation |
share_global_cumulative_co2 is highly correlated with co2 and 22 other fields | High correlation |
co2_per_gdp is highly correlated with co2 and 13 other fields | High correlation |
coal_co2 is highly correlated with co2 and 20 other fields | High correlation |
cement_co2 is highly correlated with co2 and 19 other fields | High correlation |
oil_co2 is highly correlated with co2 and 19 other fields | High correlation |
cement_co2_per_capita is highly correlated with co2 and 14 other fields | High correlation |
coal_co2_per_capita is highly correlated with co2 and 12 other fields | High correlation |
oil_co2_per_capita is highly correlated with co2_per_capita and 3 other fields | High correlation |
share_global_cement_co2 is highly correlated with co2 and 18 other fields | High correlation |
share_global_coal_co2 is highly correlated with co2 and 20 other fields | High correlation |
share_global_oil_co2 is highly correlated with co2 and 18 other fields | High correlation |
cumulative_cement_co2 is highly correlated with co2 and 19 other fields | High correlation |
cumulative_coal_co2 is highly correlated with co2 and 20 other fields | High correlation |
cumulative_oil_co2 is highly correlated with co2 and 19 other fields | High correlation |
share_global_cumulative_cement_co2 is highly correlated with co2 and 19 other fields | High correlation |
share_global_cumulative_coal_co2 is highly correlated with co2 and 19 other fields | High correlation |
share_global_cumulative_oil_co2 is highly correlated with co2 and 19 other fields | High correlation |
population is highly correlated with co2 and 16 other fields | High correlation |
gdp is highly correlated with co2 and 18 other fields | High correlation |
primary_energy_consumption is highly correlated with co2 and 20 other fields | High correlation |
energy_per_capita is highly correlated with co2 and 11 other fields | High correlation |
co2 is highly correlated with share_global_co2 and 17 other fields | High correlation |
co2_growth_abs is highly correlated with coal_co2 and 3 other fields | High correlation |
co2_per_capita is highly correlated with co2_per_gdp and 4 other fields | High correlation |
share_global_co2 is highly correlated with co2 and 17 other fields | High correlation |
cumulative_co2 is highly correlated with co2 and 14 other fields | High correlation |
share_global_cumulative_co2 is highly correlated with co2 and 14 other fields | High correlation |
co2_per_gdp is highly correlated with co2_per_capita and 1 other fields | High correlation |
coal_co2 is highly correlated with co2 and 16 other fields | High correlation |
cement_co2 is highly correlated with co2 and 11 other fields | High correlation |
oil_co2 is highly correlated with co2 and 15 other fields | High correlation |
cement_co2_per_capita is highly correlated with co2_per_capita and 2 other fields | High correlation |
coal_co2_per_capita is highly correlated with co2_per_capita and 1 other fields | High correlation |
oil_co2_per_capita is highly correlated with co2_per_capita and 2 other fields | High correlation |
share_global_cement_co2 is highly correlated with co2 and 15 other fields | High correlation |
share_global_coal_co2 is highly correlated with co2 and 18 other fields | High correlation |
share_global_oil_co2 is highly correlated with co2 and 14 other fields | High correlation |
cumulative_cement_co2 is highly correlated with co2 and 12 other fields | High correlation |
cumulative_coal_co2 is highly correlated with co2 and 16 other fields | High correlation |
cumulative_oil_co2 is highly correlated with co2 and 12 other fields | High correlation |
share_global_cumulative_cement_co2 is highly correlated with co2 and 17 other fields | High correlation |
share_global_cumulative_coal_co2 is highly correlated with co2 and 14 other fields | High correlation |
share_global_cumulative_oil_co2 is highly correlated with co2 and 12 other fields | High correlation |
population is highly correlated with co2 and 9 other fields | High correlation |
gdp is highly correlated with co2 and 17 other fields | High correlation |
primary_energy_consumption is highly correlated with co2 and 17 other fields | High correlation |
energy_per_capita is highly correlated with co2_per_capita and 2 other fields | High correlation |
co2 is highly correlated with share_global_co2 and 17 other fields | High correlation |
co2_growth_prct is highly correlated with co2_growth_abs | High correlation |
co2_growth_abs is highly correlated with co2_growth_prct | High correlation |
co2_per_capita is highly correlated with co2_per_gdp and 4 other fields | High correlation |
share_global_co2 is highly correlated with co2 and 17 other fields | High correlation |
cumulative_co2 is highly correlated with co2 and 17 other fields | High correlation |
share_global_cumulative_co2 is highly correlated with co2 and 17 other fields | High correlation |
co2_per_gdp is highly correlated with co2_per_capita and 1 other fields | High correlation |
coal_co2 is highly correlated with co2 and 11 other fields | High correlation |
cement_co2 is highly correlated with co2 and 12 other fields | High correlation |
oil_co2 is highly correlated with co2 and 15 other fields | High correlation |
cement_co2_per_capita is highly correlated with co2_per_capita and 2 other fields | High correlation |
coal_co2_per_capita is highly correlated with co2_per_capita and 4 other fields | High correlation |
oil_co2_per_capita is highly correlated with co2_per_capita and 3 other fields | High correlation |
share_global_cement_co2 is highly correlated with co2 and 13 other fields | High correlation |
share_global_coal_co2 is highly correlated with co2 and 12 other fields | High correlation |
share_global_oil_co2 is highly correlated with co2 and 17 other fields | High correlation |
cumulative_cement_co2 is highly correlated with co2 and 14 other fields | High correlation |
cumulative_coal_co2 is highly correlated with co2 and 15 other fields | High correlation |
cumulative_oil_co2 is highly correlated with co2 and 13 other fields | High correlation |
share_global_cumulative_cement_co2 is highly correlated with co2 and 16 other fields | High correlation |
share_global_cumulative_coal_co2 is highly correlated with co2 and 15 other fields | High correlation |
share_global_cumulative_oil_co2 is highly correlated with co2 and 15 other fields | High correlation |
population is highly correlated with co2 and 9 other fields | High correlation |
gdp is highly correlated with co2 and 17 other fields | High correlation |
primary_energy_consumption is highly correlated with co2 and 17 other fields | High correlation |
energy_per_capita is highly correlated with co2_per_capita and 2 other fields | High correlation |
co2 is highly correlated with co2_growth_abs and 18 other fields | High correlation |
co2_growth_abs is highly correlated with co2 and 17 other fields | High correlation |
co2_per_capita is highly correlated with co2_per_unit_energy and 1 other fields | High correlation |
share_global_co2 is highly correlated with co2 and 18 other fields | High correlation |
cumulative_co2 is highly correlated with co2 and 18 other fields | High correlation |
share_global_cumulative_co2 is highly correlated with co2 and 17 other fields | High correlation |
co2_per_gdp is highly correlated with coal_co2_per_capita and 1 other fields | High correlation |
co2_per_unit_energy is highly correlated with co2_per_capita | High correlation |
coal_co2 is highly correlated with co2 and 18 other fields | High correlation |
cement_co2 is highly correlated with co2 and 15 other fields | High correlation |
oil_co2 is highly correlated with co2 and 18 other fields | High correlation |
coal_co2_per_capita is highly correlated with co2_per_gdp | High correlation |
oil_co2_per_capita is highly correlated with co2_per_capita | High correlation |
share_global_cement_co2 is highly correlated with co2 and 18 other fields | High correlation |
share_global_coal_co2 is highly correlated with co2 and 18 other fields | High correlation |
share_global_oil_co2 is highly correlated with co2 and 18 other fields | High correlation |
cumulative_cement_co2 is highly correlated with co2 and 17 other fields | High correlation |
cumulative_coal_co2 is highly correlated with co2 and 18 other fields | High correlation |
cumulative_oil_co2 is highly correlated with co2 and 17 other fields | High correlation |
share_global_cumulative_cement_co2 is highly correlated with co2 and 18 other fields | High correlation |
share_global_cumulative_coal_co2 is highly correlated with co2 and 18 other fields | High correlation |
share_global_cumulative_oil_co2 is highly correlated with co2 and 15 other fields | High correlation |
population is highly correlated with co2 and 18 other fields | High correlation |
gdp is highly correlated with co2 and 18 other fields | High correlation |
primary_energy_consumption is highly correlated with co2 and 18 other fields | High correlation |
energy_per_capita is highly correlated with co2_per_gdp | High correlation |
co2 has 186 (1.3%) missing values | Missing |
co2_growth_abs has 302 (2.1%) missing values | Missing |
co2_per_capita has 234 (1.6%) missing values | Missing |
share_global_co2 has 186 (1.3%) missing values | Missing |
cumulative_co2 has 186 (1.3%) missing values | Missing |
share_global_cumulative_co2 has 186 (1.3%) missing values | Missing |
co2_per_gdp has 3969 (27.3%) missing values | Missing |
co2_per_unit_energy has 6132 (42.2%) missing values | Missing |
coal_co2 has 6062 (41.7%) missing values | Missing |
cement_co2 has 5254 (36.2%) missing values | Missing |
oil_co2 has 254 (1.7%) missing values | Missing |
cement_co2_per_capita has 5267 (36.3%) missing values | Missing |
coal_co2_per_capita has 6075 (41.8%) missing values | Missing |
oil_co2_per_capita has 302 (2.1%) missing values | Missing |
share_global_cement_co2 has 5254 (36.2%) missing values | Missing |
share_global_coal_co2 has 6062 (41.7%) missing values | Missing |
share_global_oil_co2 has 254 (1.7%) missing values | Missing |
cumulative_cement_co2 has 5254 (36.2%) missing values | Missing |
cumulative_coal_co2 has 6062 (41.7%) missing values | Missing |
cumulative_oil_co2 has 254 (1.7%) missing values | Missing |
share_global_cumulative_cement_co2 has 5254 (36.2%) missing values | Missing |
share_global_cumulative_coal_co2 has 6062 (41.7%) missing values | Missing |
share_global_cumulative_oil_co2 has 254 (1.7%) missing values | Missing |
gdp has 3893 (26.8%) missing values | Missing |
primary_energy_consumption has 6088 (41.9%) missing values | Missing |
energy_per_capita has 6097 (42.0%) missing values | Missing |
co2_growth_prct is highly skewed (γ1 = 59.58929304) | Skewed |
co2_per_capita is highly skewed (γ1 = 22.40916848) | Skewed |
cement_co2 is highly skewed (γ1 = 20.61228465) | Skewed |
oil_co2_per_capita is highly skewed (γ1 = 25.91775799) | Skewed |
df_index has unique values | Unique |
co2_growth_prct has 898 (6.2%) zeros | Zeros |
co2_growth_abs has 746 (5.1%) zeros | Zeros |
share_global_co2 has 4447 (30.6%) zeros | Zeros |
share_global_cumulative_co2 has 5652 (38.9%) zeros | Zeros |
coal_co2_per_capita has 233 (1.6%) zeros | Zeros |
share_global_cement_co2 has 461 (3.2%) zeros | Zeros |
share_global_coal_co2 has 2581 (17.8%) zeros | Zeros |
share_global_oil_co2 has 3169 (21.8%) zeros | Zeros |
share_global_cumulative_cement_co2 has 643 (4.4%) zeros | Zeros |
share_global_cumulative_coal_co2 has 2927 (20.2%) zeros | Zeros |
share_global_cumulative_oil_co2 has 4064 (28.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-02-16 18:18:10.536118 |
|---|---|
| Analysis finished | 2022-02-16 18:20:19.918664 |
| Duration | 2 minutes and 9.38 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 14521 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12609.28882 |
| Minimum | 1 |
|---|---|
| Maximum | 25203 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1594 |
| Q1 | 5943 |
| median | 12776 |
| Q3 | 19064 |
| 95-th percentile | 23547 |
| Maximum | 25203 |
| Range | 25202 |
| Interquartile range (IQR) | 13121 |
Descriptive statistics
| Standard deviation | 7158.764086 |
|---|---|
| Coefficient of variation (CV) | 0.5677373392 |
| Kurtosis | -1.196398497 |
| Mean | 12609.28882 |
| Median Absolute Deviation (MAD) | 6594 |
| Skewness | -0.02174450697 |
| Sum | 183099483 |
| Variance | 51247903.24 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 16861 | 1 | < 0.1% |
| 16770 | 1 | < 0.1% |
| 16771 | 1 | < 0.1% |
| 16772 | 1 | < 0.1% |
| 16773 | 1 | < 0.1% |
| 16774 | 1 | < 0.1% |
| 16775 | 1 | < 0.1% |
| 16776 | 1 | < 0.1% |
| 16777 | 1 | < 0.1% |
| Other values (14511) | 14511 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 25203 | 1 | |
| 25202 | 1 | |
| 25201 | 1 | |
| 25200 | 1 | |
| 25199 | 1 | |
| 25198 | 1 | |
| 25197 | 1 | |
| 25196 | 1 | |
| 25195 | 1 | |
| 25194 | 1 |
| Distinct | 218 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 113.6 KiB |
| AFG | 71 |
|---|---|
| PRK | 71 |
| MAR | 71 |
| MOZ | 71 |
| MMR | 71 |
| Other values (213) |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.004476276 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AFG |
|---|---|
| 2nd row | AFG |
| 3rd row | AFG |
| 4th row | AFG |
| 5th row | AFG |
Common Values
| Value | Count | Frequency (%) |
| AFG | 71 | 0.5% |
| PRK | 71 | 0.5% |
| MAR | 71 | 0.5% |
| MOZ | 71 | 0.5% |
| MMR | 71 | 0.5% |
| NPL | 71 | 0.5% |
| NLD | 71 | 0.5% |
| NCL | 71 | 0.5% |
| NZL | 71 | 0.5% |
| NIC | 71 | 0.5% |
| Other values (208) | 13811 |
Length
| Value | Count | Frequency (%) |
| afg | 71 | 0.5% |
| bgr | 71 | 0.5% |
| cyp | 71 | 0.5% |
| prk | 71 | 0.5% |
| cod | 71 | 0.5% |
| dnk | 71 | 0.5% |
| dji | 71 | 0.5% |
| dom | 71 | 0.5% |
| ecu | 71 | 0.5% |
| egy | 71 | 0.5% |
| Other values (208) | 13811 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 218 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 113.6 KiB |
| Afghanistan | 71 |
|---|---|
| North Korea | 71 |
| Morocco | 71 |
| Mozambique | 71 |
| Myanmar | 71 |
| Other values (213) |
Length
| Max length | 32 |
|---|---|
| Median length | 7 |
| Mean length | 8.889814751 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
Common Values
| Value | Count | Frequency (%) |
| Afghanistan | 71 | 0.5% |
| North Korea | 71 | 0.5% |
| Morocco | 71 | 0.5% |
| Mozambique | 71 | 0.5% |
| Myanmar | 71 | 0.5% |
| Nepal | 71 | 0.5% |
| Netherlands | 71 | 0.5% |
| New Caledonia | 71 | 0.5% |
| New Zealand | 71 | 0.5% |
| Nicaragua | 71 | 0.5% |
| Other values (208) | 13811 |
Length
| Value | Count | Frequency (%) |
| and | 560 | 2.9% |
| islands | 313 | 1.6% |
| saint | 306 | 1.6% |
| south | 213 | 1.1% |
| new | 213 | 1.1% |
| guinea | 205 | 1.1% |
| republic | 204 | 1.1% |
| united | 204 | 1.1% |
| sint | 142 | 0.7% |
| north | 142 | 0.7% |
| Other values (245) | 16579 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
year
Real number (ℝ≥0)
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1986.323531 |
| Minimum | 1950 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 1950 |
|---|---|
| 5-th percentile | 1954 |
| Q1 | 1969 |
| median | 1987 |
| Q3 | 2004 |
| 95-th percentile | 2017 |
| Maximum | 2020 |
| Range | 70 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 20.22260084 |
|---|---|
| Coefficient of variation (CV) | 0.01018091993 |
| Kurtosis | -1.174342731 |
| Mean | 1986.323531 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | -0.06945194491 |
| Sum | 28843404 |
| Variance | 408.9535847 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2020 | 218 | 1.5% |
| 2019 | 218 | 1.5% |
| 2018 | 218 | 1.5% |
| 2017 | 218 | 1.5% |
| 2016 | 218 | 1.5% |
| 2015 | 218 | 1.5% |
| 2014 | 218 | 1.5% |
| 2013 | 218 | 1.5% |
| 2012 | 218 | 1.5% |
| 2011 | 218 | 1.5% |
| Other values (61) | 12341 |
| Value | Count | Frequency (%) |
| 1950 | 168 | |
| 1951 | 170 | |
| 1952 | 171 | |
| 1953 | 171 | |
| 1954 | 171 | |
| 1955 | 175 | |
| 1956 | 175 | |
| 1957 | 176 | |
| 1958 | 182 | |
| 1959 | 190 |
| Value | Count | Frequency (%) |
| 2020 | 218 | |
| 2019 | 218 | |
| 2018 | 218 | |
| 2017 | 218 | |
| 2016 | 218 | |
| 2015 | 218 | |
| 2014 | 218 | |
| 2013 | 218 | |
| 2012 | 218 | |
| 2011 | 218 |
| Distinct | 9215 |
|---|---|
| Distinct (%) | 64.3% |
| Missing | 186 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.70390666 |
| Minimum | 0.004 |
|---|---|
| Maximum | 10667.887 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.004 |
|---|---|
| 5-th percentile | 0.037 |
| Q1 | 0.535 |
| median | 4.532 |
| Q3 | 37.1895 |
| 95-th percentile | 394.9048 |
| Maximum | 10667.887 |
| Range | 10667.883 |
| Interquartile range (IQR) | 36.6545 |
Descriptive statistics
| Standard deviation | 498.8181048 |
|---|---|
| Coefficient of variation (CV) | 5.002994581 |
| Kurtosis | 174.1854027 |
| Mean | 99.70390666 |
| Median Absolute Deviation (MAD) | 4.458 |
| Skewness | 11.78470922 |
| Sum | 1429255.502 |
| Variance | 248819.5016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.011 | 142 | 1.0% |
| 0.048 | 102 | 0.7% |
| 0.004 | 94 | 0.6% |
| 0.007 | 92 | 0.6% |
| 0.029 | 92 | 0.6% |
| 0.066 | 78 | 0.5% |
| 0.022 | 58 | 0.4% |
| 0.015 | 55 | 0.4% |
| 0.084 | 53 | 0.4% |
| 0.026 | 51 | 0.4% |
| Other values (9205) | 13518 | |
| (Missing) | 186 | 1.3% |
| Value | Count | Frequency (%) |
| 0.004 | 94 | |
| 0.006 | 1 | < 0.1% |
| 0.007 | 92 | |
| 0.008 | 3 | < 0.1% |
| 0.009 | 4 | < 0.1% |
| 0.01 | 2 | < 0.1% |
| 0.011 | 142 | |
| 0.012 | 1 | < 0.1% |
| 0.013 | 1 | < 0.1% |
| 0.014 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10667.887 | 1 | |
| 10489.989 | 1 | |
| 10289.99 | 1 | |
| 9985.583 | 1 | |
| 9952.744 | 1 | |
| 9920.459 | 1 | |
| 9848.42 | 1 | |
| 9775.622 | 1 | |
| 9720.444 | 1 | |
| 9528.556 | 1 |
| Distinct | 4473 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 110 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.92530567 |
| Minimum | -96.39 |
|---|---|
| Maximum | 20100 |
| Zeros | 898 |
| Zeros (%) | 6.2% |
| Negative | 4286 |
| Negative (%) | 29.5% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | -96.39 |
|---|---|
| 5-th percentile | -15.86 |
| Q1 | -1.39 |
| median | 3.14 |
| Q3 | 9.52 |
| 95-th percentile | 33.33 |
| Maximum | 20100 |
| Range | 20196.39 |
| Interquartile range (IQR) | 10.91 |
Descriptive statistics
| Standard deviation | 236.095395 |
|---|---|
| Coefficient of variation (CV) | 18.26613629 |
| Kurtosis | 4371.780112 |
| Mean | 12.92530567 |
| Median Absolute Deviation (MAD) | 5.43 |
| Skewness | 59.58929304 |
| Sum | 186266.58 |
| Variance | 55741.03553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 898 | 6.2% |
| 50 | 43 | 0.3% |
| 33.33 | 41 | 0.3% |
| 12.5 | 37 | 0.3% |
| 25 | 37 | 0.3% |
| 14.29 | 36 | 0.2% |
| 11.11 | 31 | 0.2% |
| 20 | 31 | 0.2% |
| 16.67 | 27 | 0.2% |
| 7.14 | 26 | 0.2% |
| Other values (4463) | 13204 | |
| (Missing) | 110 | 0.8% |
| Value | Count | Frequency (%) |
| -96.39 | 1 | < 0.1% |
| -94.48 | 3 | |
| -91.78 | 1 | < 0.1% |
| -90.73 | 1 | < 0.1% |
| -88.89 | 1 | < 0.1% |
| -85.96 | 1 | < 0.1% |
| -82.89 | 1 | < 0.1% |
| -81.5 | 1 | < 0.1% |
| -80.95 | 1 | < 0.1% |
| -80.83 | 4 |
| Value | Count | Frequency (%) |
| 20100 | 1 | |
| 12658.71 | 1 | |
| 8267.69 | 1 | |
| 6300 | 1 | |
| 4435.92 | 1 | |
| 3993.52 | 1 | |
| 3471.43 | 1 | |
| 3306.74 | 1 | |
| 3119.23 | 1 | |
| 2980.29 | 1 |
co2_growth_abs
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 5687 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 302 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.005902032 |
| Minimum | -543.046 |
|---|---|
| Maximum | 911.903 |
| Zeros | 746 |
| Zeros (%) | 5.1% |
| Negative | 4274 |
| Negative (%) | 29.4% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | -543.046 |
|---|---|
| 5-th percentile | -4.0208 |
| Q1 | -0.022 |
| median | 0.04 |
| Q3 | 0.821 |
| 95-th percentile | 11.8155 |
| Maximum | 911.903 |
| Range | 1454.949 |
| Interquartile range (IQR) | 0.843 |
Descriptive statistics
| Standard deviation | 24.13297594 |
|---|---|
| Coefficient of variation (CV) | 12.03098434 |
| Kurtosis | 444.3666382 |
| Mean | 2.005902032 |
| Median Absolute Deviation (MAD) | 0.287 |
| Skewness | 13.14660601 |
| Sum | 28521.921 |
| Variance | 582.4005276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 746 | 5.1% |
| 0.004 | 459 | 3.2% |
| 0.007 | 302 | 2.1% |
| 0.011 | 228 | 1.6% |
| -0.004 | 201 | 1.4% |
| 0.015 | 162 | 1.1% |
| 0.018 | 149 | 1.0% |
| 0.022 | 126 | 0.9% |
| -0.007 | 108 | 0.7% |
| 0.029 | 102 | 0.7% |
| Other values (5677) | 11636 | |
| (Missing) | 302 | 2.1% |
| Value | Count | Frequency (%) |
| -543.046 | 1 | |
| -438.319 | 1 | |
| -435.868 | 1 | |
| -239.092 | 1 | |
| -228.17 | 1 | |
| -218.063 | 1 | |
| -216.926 | 1 | |
| -201.475 | 1 | |
| -200.063 | 1 | |
| -184.176 | 1 |
| Value | Count | Frequency (%) |
| 911.903 | 1 | |
| 730.12 | 1 | |
| 678.741 | 1 | |
| 672.419 | 1 | |
| 652.801 | 1 | |
| 612.248 | 1 | |
| 518.22 | 1 | |
| 489.808 | 1 | |
| 389.701 | 1 | |
| 376.615 | 1 |
co2_per_capita
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 7260 |
|---|---|
| Distinct (%) | 50.8% |
| Missing | 234 |
| Missing (%) | 1.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.469604186 |
| Minimum | 0.001 |
|---|---|
| Maximum | 748.639 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.06 |
| Q1 | 0.411 |
| median | 1.917 |
| Q3 | 6.4485 |
| 95-th percentile | 16.7323 |
| Maximum | 748.639 |
| Range | 748.638 |
| Interquartile range (IQR) | 6.0375 |
Descriptive statistics
| Standard deviation | 18.59039213 |
|---|---|
| Coefficient of variation (CV) | 3.398855109 |
| Kurtosis | 684.7232429 |
| Mean | 5.469604186 |
| Median Absolute Deviation (MAD) | 1.776 |
| Skewness | 22.40916848 |
| Sum | 78144.235 |
| Variance | 345.6026796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.054 | 27 | 0.2% |
| 0.062 | 25 | 0.2% |
| 0.058 | 25 | 0.2% |
| 0.074 | 24 | 0.2% |
| 0.046 | 23 | 0.2% |
| 0.068 | 23 | 0.2% |
| 0.055 | 22 | 0.2% |
| 0.063 | 22 | 0.2% |
| 0.044 | 22 | 0.2% |
| 0.066 | 22 | 0.2% |
| Other values (7250) | 14052 | |
| (Missing) | 234 | 1.6% |
| Value | Count | Frequency (%) |
| 0.001 | 1 | < 0.1% |
| 0.002 | 2 | < 0.1% |
| 0.003 | 6 | |
| 0.004 | 7 | |
| 0.005 | 5 | |
| 0.006 | 8 | |
| 0.007 | 8 | |
| 0.008 | 7 | |
| 0.009 | 4 | |
| 0.01 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 748.639 | 1 | |
| 727.321 | 1 | |
| 668.822 | 1 | |
| 588.463 | 1 | |
| 473.028 | 1 | |
| 473.012 | 1 | |
| 471.763 | 1 | |
| 390.928 | 1 | |
| 388.298 | 1 | |
| 375.726 | 1 |
share_global_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 615 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 186 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.481058249 |
| Minimum | 0 |
|---|---|
| Maximum | 42.33 |
| Zeros | 4447 |
| Zeros (%) | 30.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.02 |
| Q3 | 0.17 |
| 95-th percentile | 1.7 |
| Maximum | 42.33 |
| Range | 42.33 |
| Interquartile range (IQR) | 0.17 |
Descriptive statistics
| Standard deviation | 2.278469234 |
|---|---|
| Coefficient of variation (CV) | 4.7363687 |
| Kurtosis | 121.8908474 |
| Mean | 0.481058249 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 10.13367378 |
| Sum | 6895.97 |
| Variance | 5.191422049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4447 | |
| 0.01 | 1944 | |
| 0.02 | 931 | 6.4% |
| 0.03 | 575 | 4.0% |
| 0.04 | 420 | 2.9% |
| 0.05 | 295 | 2.0% |
| 0.06 | 284 | 2.0% |
| 0.07 | 226 | 1.6% |
| 0.1 | 188 | 1.3% |
| 0.13 | 184 | 1.3% |
| Other values (605) | 4841 | |
| (Missing) | 186 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 4447 | |
| 0.01 | 1944 | |
| 0.02 | 931 | 6.4% |
| 0.03 | 575 | 4.0% |
| 0.04 | 420 | 2.9% |
| 0.05 | 295 | 2.0% |
| 0.06 | 284 | 2.0% |
| 0.07 | 226 | 1.6% |
| 0.08 | 168 | 1.2% |
| 0.09 | 164 | 1.1% |
| Value | Count | Frequency (%) |
| 42.33 | 1 | |
| 41.05 | 1 | |
| 39.46 | 1 | |
| 39.3 | 1 | |
| 36.66 | 2 | |
| 36.09 | 1 | |
| 34.64 | 1 | |
| 32.63 | 1 | |
| 31.97 | 1 | |
| 30.86 | 1 |
cumulative_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 12444 |
|---|---|
| Distinct (%) | 86.8% |
| Missing | 186 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3803.225345 |
| Minimum | 0.004 |
|---|---|
| Maximum | 416723.089 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.004 |
|---|---|
| 5-th percentile | 0.275 |
| Q1 | 8.363 |
| median | 96.012 |
| Q3 | 960.7565 |
| 95-th percentile | 12730.0866 |
| Maximum | 416723.089 |
| Range | 416723.085 |
| Interquartile range (IQR) | 952.3935 |
Descriptive statistics
| Standard deviation | 20679.6693 |
|---|---|
| Coefficient of variation (CV) | 5.437403105 |
| Kurtosis | 178.5346759 |
| Mean | 3803.225345 |
| Median Absolute Deviation (MAD) | 95.4 |
| Skewness | 12.03196188 |
| Sum | 54519235.32 |
| Variance | 427648722.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.022 | 21 | 0.1% |
| 0.011 | 19 | 0.1% |
| 0.033 | 17 | 0.1% |
| 0.055 | 16 | 0.1% |
| 0.007 | 16 | 0.1% |
| 0.018 | 15 | 0.1% |
| 0.015 | 15 | 0.1% |
| 0.099 | 15 | 0.1% |
| 0.004 | 15 | 0.1% |
| 0.044 | 14 | 0.1% |
| Other values (12434) | 14172 | |
| (Missing) | 186 | 1.3% |
| Value | Count | Frequency (%) |
| 0.004 | 15 | |
| 0.007 | 16 | |
| 0.009 | 1 | < 0.1% |
| 0.011 | 19 | |
| 0.015 | 15 | |
| 0.017 | 1 | < 0.1% |
| 0.018 | 15 | |
| 0.022 | 21 | |
| 0.026 | 13 | |
| 0.029 | 13 |
| Value | Count | Frequency (%) |
| 416723.089 | 1 | |
| 412010.318 | 1 | |
| 406754.502 | 1 | |
| 401379.012 | 1 | |
| 396171.26 | 1 | |
| 390923.236 | 1 | |
| 385551.466 | 1 | |
| 380028.659 | 1 | |
| 374554.402 | 1 | |
| 369215.704 | 1 |
share_global_cumulative_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 640 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 186 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.487001744 |
| Minimum | 0 |
|---|---|
| Maximum | 39.97 |
| Zeros | 5652 |
| Zeros (%) | 38.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.01 |
| Q3 | 0.12 |
| 95-th percentile | 1.693 |
| Maximum | 39.97 |
| Range | 39.97 |
| Interquartile range (IQR) | 0.12 |
Descriptive statistics
| Standard deviation | 2.605632552 |
|---|---|
| Coefficient of variation (CV) | 5.350355689 |
| Kurtosis | 129.880005 |
| Mean | 0.487001744 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 10.62112066 |
| Sum | 6981.17 |
| Variance | 6.789320994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5652 | |
| 0.01 | 1691 | 11.6% |
| 0.02 | 861 | 5.9% |
| 0.03 | 389 | 2.7% |
| 0.05 | 380 | 2.6% |
| 0.04 | 350 | 2.4% |
| 0.06 | 288 | 2.0% |
| 0.11 | 231 | 1.6% |
| 0.1 | 215 | 1.5% |
| 0.07 | 213 | 1.5% |
| Other values (630) | 4065 |
| Value | Count | Frequency (%) |
| 0 | 5652 | |
| 0.01 | 1691 | 11.6% |
| 0.02 | 861 | 5.9% |
| 0.03 | 389 | 2.7% |
| 0.04 | 350 | 2.4% |
| 0.05 | 380 | 2.6% |
| 0.06 | 288 | 2.0% |
| 0.07 | 213 | 1.5% |
| 0.08 | 175 | 1.2% |
| 0.09 | 199 | 1.4% |
| Value | Count | Frequency (%) |
| 39.97 | 1 | |
| 39.95 | 1 | |
| 39.94 | 2 | |
| 39.85 | 1 | |
| 39.76 | 1 | |
| 39.65 | 1 | |
| 39.51 | 1 | |
| 39.31 | 1 | |
| 39.09 | 1 | |
| 38.84 | 1 |
co2_per_gdp
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 1480 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 3969 |
| Missing (%) | 27.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3697919826 |
| Minimum | 0.001 |
|---|---|
| Maximum | 4.027 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.046 |
| Q1 | 0.134 |
| median | 0.249 |
| Q3 | 0.451 |
| 95-th percentile | 1.1558 |
| Maximum | 4.027 |
| Range | 4.026 |
| Interquartile range (IQR) | 0.317 |
Descriptive statistics
| Standard deviation | 0.3968730015 |
|---|---|
| Coefficient of variation (CV) | 1.073233116 |
| Kurtosis | 14.5143817 |
| Mean | 0.3697919826 |
| Median Absolute Deviation (MAD) | 0.139 |
| Skewness | 3.114508532 |
| Sum | 3902.045 |
| Variance | 0.1575081794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.088 | 39 | 0.3% |
| 0.196 | 38 | 0.3% |
| 0.171 | 37 | 0.3% |
| 0.098 | 36 | 0.2% |
| 0.08 | 35 | 0.2% |
| 0.202 | 35 | 0.2% |
| 0.152 | 34 | 0.2% |
| 0.096 | 34 | 0.2% |
| 0.22 | 33 | 0.2% |
| 0.12 | 33 | 0.2% |
| Other values (1470) | 10198 | |
| (Missing) | 3969 | 27.3% |
| Value | Count | Frequency (%) |
| 0.001 | 1 | < 0.1% |
| 0.002 | 1 | < 0.1% |
| 0.003 | 5 | < 0.1% |
| 0.004 | 11 | |
| 0.005 | 10 | |
| 0.006 | 14 | |
| 0.007 | 5 | < 0.1% |
| 0.008 | 5 | < 0.1% |
| 0.009 | 6 | |
| 0.01 | 8 |
| Value | Count | Frequency (%) |
| 4.027 | 1 | |
| 3.837 | 1 | |
| 3.802 | 1 | |
| 3.789 | 1 | |
| 3.702 | 1 | |
| 3.696 | 1 | |
| 3.638 | 1 | |
| 3.593 | 1 | |
| 3.586 | 1 | |
| 3.58 | 1 |
| Distinct | 587 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 6132 |
| Missing (%) | 42.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.230081893 |
| Minimum | 0.005 |
|---|---|
| Maximum | 4.456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.005 |
|---|---|
| 5-th percentile | 0.09 |
| Q1 | 0.174 |
| median | 0.217 |
| Q3 | 0.256 |
| 95-th percentile | 0.361 |
| Maximum | 4.456 |
| Range | 4.451 |
| Interquartile range (IQR) | 0.082 |
Descriptive statistics
| Standard deviation | 0.1686280338 |
|---|---|
| Coefficient of variation (CV) | 0.732904409 |
| Kurtosis | 223.92141 |
| Mean | 0.230081893 |
| Median Absolute Deviation (MAD) | 0.041 |
| Skewness | 12.21239231 |
| Sum | 1930.157 |
| Variance | 0.02843541377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.216 | 85 | 0.6% |
| 0.206 | 81 | 0.6% |
| 0.23 | 77 | 0.5% |
| 0.224 | 77 | 0.5% |
| 0.226 | 73 | 0.5% |
| 0.212 | 72 | 0.5% |
| 0.214 | 72 | 0.5% |
| 0.208 | 72 | 0.5% |
| 0.215 | 69 | 0.5% |
| 0.227 | 68 | 0.5% |
| Other values (577) | 7643 | |
| (Missing) | 6132 |
| Value | Count | Frequency (%) |
| 0.005 | 2 | < 0.1% |
| 0.009 | 1 | < 0.1% |
| 0.014 | 1 | < 0.1% |
| 0.017 | 1 | < 0.1% |
| 0.018 | 1 | < 0.1% |
| 0.019 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.022 | 2 | < 0.1% |
| 0.023 | 2 | < 0.1% |
| 0.024 | 6 |
| Value | Count | Frequency (%) |
| 4.456 | 1 | |
| 4.414 | 1 | |
| 3.69 | 1 | |
| 3.559 | 1 | |
| 3.481 | 1 | |
| 3.284 | 1 | |
| 3.271 | 1 | |
| 3.141 | 1 | |
| 2.943 | 1 | |
| 2.739 | 1 |
coal_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 5175 |
|---|---|
| Distinct (%) | 61.2% |
| Missing | 6062 |
| Missing (%) | 41.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.36895059 |
| Minimum | 0 |
|---|---|
| Maximum | 7493.454 |
| Zeros | 54 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.004 |
| Q1 | 0.231 |
| median | 2.749 |
| Q3 | 19.9735 |
| 95-th percentile | 310.8736 |
| Maximum | 7493.454 |
| Range | 7493.454 |
| Interquartile range (IQR) | 19.7425 |
Descriptive statistics
| Standard deviation | 361.1353491 |
|---|---|
| Coefficient of variation (CV) | 5.132026926 |
| Kurtosis | 239.267301 |
| Mean | 70.36895059 |
| Median Absolute Deviation (MAD) | 2.738 |
| Skewness | 13.69180944 |
| Sum | 595250.953 |
| Variance | 130418.7404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.004 | 493 | 3.4% |
| 0.007 | 120 | 0.8% |
| 0.015 | 114 | 0.8% |
| 0.011 | 112 | 0.8% |
| 0.026 | 59 | 0.4% |
| 0 | 54 | 0.4% |
| 0.018 | 50 | 0.3% |
| 0.022 | 44 | 0.3% |
| 0.033 | 38 | 0.3% |
| 0.044 | 34 | 0.2% |
| Other values (5165) | 7341 | |
| (Missing) | 6062 |
| Value | Count | Frequency (%) |
| 0 | 54 | 0.4% |
| 0.001 | 6 | < 0.1% |
| 0.002 | 7 | < 0.1% |
| 0.003 | 16 | 0.1% |
| 0.004 | 493 | |
| 0.005 | 2 | < 0.1% |
| 0.006 | 5 | < 0.1% |
| 0.007 | 120 | 0.8% |
| 0.008 | 3 | < 0.1% |
| 0.009 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7493.454 | 1 | |
| 7464.806 | 1 | |
| 7425.069 | 1 | |
| 7421.101 | 1 | |
| 7377.67 | 1 | |
| 7316.4 | 1 | |
| 7309.786 | 1 | |
| 7266.979 | 1 | |
| 7137.264 | 1 | |
| 7071.406 | 1 |
cement_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 3740 |
|---|---|
| Distinct (%) | 40.4% |
| Missing | 5254 |
| Missing (%) | 36.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.567870185 |
| Minimum | 0.001 |
|---|---|
| Maximum | 858.233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.025 |
| Q1 | 0.157 |
| median | 0.583 |
| Q3 | 2.253 |
| 95-th percentile | 16.1487 |
| Maximum | 858.233 |
| Range | 858.232 |
| Interquartile range (IQR) | 2.096 |
Descriptive statistics
| Standard deviation | 30.76154216 |
|---|---|
| Coefficient of variation (CV) | 6.734329331 |
| Kurtosis | 475.1295646 |
| Mean | 4.567870185 |
| Median Absolute Deviation (MAD) | 0.526 |
| Skewness | 20.61228465 |
| Sum | 42330.453 |
| Variance | 946.2724762 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.018 | 51 | 0.4% |
| 0.029 | 50 | 0.3% |
| 0.047 | 48 | 0.3% |
| 0.04 | 47 | 0.3% |
| 0.025 | 47 | 0.3% |
| 0.036 | 44 | 0.3% |
| 0.022 | 42 | 0.3% |
| 0.044 | 41 | 0.3% |
| 0.033 | 39 | 0.3% |
| 0.015 | 35 | 0.2% |
| Other values (3730) | 8823 | |
| (Missing) | 5254 |
| Value | Count | Frequency (%) |
| 0.001 | 5 | < 0.1% |
| 0.002 | 5 | < 0.1% |
| 0.003 | 13 | 0.1% |
| 0.004 | 30 | |
| 0.005 | 8 | 0.1% |
| 0.006 | 23 | |
| 0.007 | 35 | |
| 0.008 | 12 | 0.1% |
| 0.009 | 7 | < 0.1% |
| 0.01 | 23 |
| Value | Count | Frequency (%) |
| 858.233 | 1 | |
| 826.876 | 1 | |
| 786.745 | 1 | |
| 778.627 | 1 | |
| 758.185 | 1 | |
| 748.323 | 1 | |
| 743.044 | 1 | |
| 721.995 | 1 | |
| 714.782 | 1 | |
| 708.564 | 1 |
oil_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 7618 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 254 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.72503442 |
| Minimum | 0.004 |
|---|---|
| Maximum | 2608.477 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.004 |
|---|---|
| 5-th percentile | 0.0346 |
| Q1 | 0.4625 |
| median | 2.6 |
| Q3 | 16.8235 |
| 95-th percentile | 168.2527 |
| Maximum | 2608.477 |
| Range | 2608.473 |
| Interquartile range (IQR) | 16.361 |
Descriptive statistics
| Standard deviation | 165.013791 |
|---|---|
| Coefficient of variation (CV) | 4.493223592 |
| Kurtosis | 131.9151246 |
| Mean | 36.72503442 |
| Median Absolute Deviation (MAD) | 2.508 |
| Skewness | 10.58082182 |
| Sum | 523956.066 |
| Variance | 27229.55123 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.011 | 148 | 1.0% |
| 0.029 | 101 | 0.7% |
| 0.048 | 100 | 0.7% |
| 0.007 | 97 | 0.7% |
| 0.004 | 86 | 0.6% |
| 0.066 | 82 | 0.6% |
| 0.015 | 62 | 0.4% |
| 0.022 | 55 | 0.4% |
| 0.026 | 54 | 0.4% |
| 0.084 | 52 | 0.4% |
| Other values (7608) | 13430 | |
| (Missing) | 254 | 1.7% |
| Value | Count | Frequency (%) |
| 0.004 | 86 | |
| 0.006 | 2 | < 0.1% |
| 0.007 | 97 | |
| 0.008 | 4 | < 0.1% |
| 0.009 | 4 | < 0.1% |
| 0.01 | 6 | < 0.1% |
| 0.011 | 148 | |
| 0.012 | 1 | < 0.1% |
| 0.013 | 1 | < 0.1% |
| 0.014 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2608.477 | 1 | |
| 2596.286 | 1 | |
| 2570.893 | 1 | |
| 2551.51 | 1 | |
| 2537.209 | 1 | |
| 2515.626 | 1 | |
| 2515.199 | 1 | |
| 2481.985 | 1 | |
| 2476.57 | 1 | |
| 2470.1 | 1 |
| Distinct | 696 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 5267 |
| Missing (%) | 36.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1311861898 |
| Minimum | 0 |
|---|---|
| Maximum | 2.738 |
| Zeros | 63 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.003 |
| Q1 | 0.028 |
| median | 0.087 |
| Q3 | 0.181 |
| 95-th percentile | 0.37935 |
| Maximum | 2.738 |
| Range | 2.738 |
| Interquartile range (IQR) | 0.153 |
Descriptive statistics
| Standard deviation | 0.163070242 |
|---|---|
| Coefficient of variation (CV) | 1.243044274 |
| Kurtosis | 39.96679584 |
| Mean | 0.1311861898 |
| Median Absolute Deviation (MAD) | 0.067 |
| Skewness | 4.404782179 |
| Sum | 1213.997 |
| Variance | 0.02659190384 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.004 | 167 | 1.2% |
| 0.001 | 165 | 1.1% |
| 0.002 | 149 | 1.0% |
| 0.003 | 135 | 0.9% |
| 0.006 | 130 | 0.9% |
| 0.005 | 129 | 0.9% |
| 0.008 | 117 | 0.8% |
| 0.007 | 99 | 0.7% |
| 0.014 | 81 | 0.6% |
| 0.022 | 72 | 0.5% |
| Other values (686) | 8010 | |
| (Missing) | 5267 |
| Value | Count | Frequency (%) |
| 0 | 63 | 0.4% |
| 0.001 | 165 | |
| 0.002 | 149 | |
| 0.003 | 135 | |
| 0.004 | 167 | |
| 0.005 | 129 | |
| 0.006 | 130 | |
| 0.007 | 99 | |
| 0.008 | 117 | |
| 0.009 | 69 |
| Value | Count | Frequency (%) |
| 2.738 | 1 | |
| 2.603 | 1 | |
| 2.456 | 1 | |
| 2.425 | 1 | |
| 2.362 | 1 | |
| 2.215 | 1 | |
| 2.13 | 1 | |
| 2.12 | 1 | |
| 1.413 | 1 | |
| 1.388 | 1 |
coal_co2_per_capita
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 3356 |
|---|---|
| Distinct (%) | 39.7% |
| Missing | 6075 |
| Missing (%) | 41.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.65638977 |
| Minimum | 0 |
|---|---|
| Maximum | 34.184 |
| Zeros | 233 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001 |
| Q1 | 0.032 |
| median | 0.383 |
| Q3 | 2.11525 |
| 95-th percentile | 7.31075 |
| Maximum | 34.184 |
| Range | 34.184 |
| Interquartile range (IQR) | 2.08325 |
Descriptive statistics
| Standard deviation | 2.949478739 |
|---|---|
| Coefficient of variation (CV) | 1.780667082 |
| Kurtosis | 26.43691959 |
| Mean | 1.65638977 |
| Median Absolute Deviation (MAD) | 0.381 |
| Skewness | 4.02052754 |
| Sum | 13989.868 |
| Variance | 8.699424831 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.001 | 314 | 2.2% |
| 0 | 233 | 1.6% |
| 0.002 | 172 | 1.2% |
| 0.004 | 108 | 0.7% |
| 0.003 | 87 | 0.6% |
| 0.005 | 85 | 0.6% |
| 0.006 | 84 | 0.6% |
| 0.01 | 68 | 0.5% |
| 0.012 | 68 | 0.5% |
| 0.008 | 67 | 0.5% |
| Other values (3346) | 7160 | |
| (Missing) | 6075 |
| Value | Count | Frequency (%) |
| 0 | 233 | |
| 0.001 | 314 | |
| 0.002 | 172 | |
| 0.003 | 87 | 0.6% |
| 0.004 | 108 | 0.7% |
| 0.005 | 85 | 0.6% |
| 0.006 | 84 | 0.6% |
| 0.007 | 58 | 0.4% |
| 0.008 | 67 | 0.5% |
| 0.009 | 38 | 0.3% |
| Value | Count | Frequency (%) |
| 34.184 | 1 | |
| 33.692 | 1 | |
| 33.367 | 1 | |
| 32.123 | 1 | |
| 31.899 | 1 | |
| 31.263 | 1 | |
| 30.931 | 1 | |
| 30.905 | 1 | |
| 30.486 | 1 | |
| 30.48 | 1 |
oil_co2_per_capita
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 5516 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 302 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.363710177 |
| Minimum | 0.001 |
|---|---|
| Maximum | 748.639 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.049 |
| Q1 | 0.272 |
| median | 1.066 |
| Q3 | 3.195 |
| 95-th percentile | 9.6709 |
| Maximum | 748.639 |
| Range | 748.638 |
| Interquartile range (IQR) | 2.923 |
Descriptive statistics
| Standard deviation | 17.76748873 |
|---|---|
| Coefficient of variation (CV) | 5.282110465 |
| Kurtosis | 836.6700857 |
| Mean | 3.363710177 |
| Median Absolute Deviation (MAD) | 0.945 |
| Skewness | 25.91775799 |
| Sum | 47828.595 |
| Variance | 315.6836556 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.054 | 55 | 0.4% |
| 0.055 | 31 | 0.2% |
| 0.044 | 28 | 0.2% |
| 0.057 | 28 | 0.2% |
| 0.06 | 28 | 0.2% |
| 0.074 | 27 | 0.2% |
| 0.047 | 27 | 0.2% |
| 0.062 | 27 | 0.2% |
| 0.038 | 27 | 0.2% |
| 0.05 | 26 | 0.2% |
| Other values (5506) | 13915 | |
| (Missing) | 302 | 2.1% |
| Value | Count | Frequency (%) |
| 0.001 | 2 | < 0.1% |
| 0.002 | 5 | |
| 0.003 | 7 | |
| 0.004 | 8 | |
| 0.005 | 3 | < 0.1% |
| 0.006 | 10 | |
| 0.007 | 8 | |
| 0.008 | 11 | |
| 0.009 | 7 | |
| 0.01 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 748.639 | 1 | |
| 727.321 | 1 | |
| 668.822 | 1 | |
| 588.463 | 1 | |
| 473.028 | 1 | |
| 473.012 | 1 | |
| 471.763 | 1 | |
| 390.928 | 1 | |
| 388.298 | 1 | |
| 375.726 | 1 |
share_global_cement_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 629 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 5254 |
| Missing (%) | 36.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7660321571 |
| Minimum | 0 |
|---|---|
| Maximum | 52.77 |
| Zeros | 461 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.04 |
| median | 0.12 |
| Q3 | 0.5 |
| 95-th percentile | 2.667 |
| Maximum | 52.77 |
| Range | 52.77 |
| Interquartile range (IQR) | 0.46 |
Descriptive statistics
| Standard deviation | 2.915558109 |
|---|---|
| Coefficient of variation (CV) | 3.80605185 |
| Kurtosis | 168.3709795 |
| Mean | 0.7660321571 |
| Median Absolute Deviation (MAD) | 0.11 |
| Skewness | 11.54137076 |
| Sum | 7098.82 |
| Variance | 8.500479085 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 730 | 5.0% |
| 0.02 | 589 | 4.1% |
| 0.03 | 511 | 3.5% |
| 0 | 461 | 3.2% |
| 0.04 | 437 | 3.0% |
| 0.05 | 394 | 2.7% |
| 0.06 | 391 | 2.7% |
| 0.07 | 323 | 2.2% |
| 0.08 | 208 | 1.4% |
| 0.1 | 181 | 1.2% |
| Other values (619) | 5042 | |
| (Missing) | 5254 |
| Value | Count | Frequency (%) |
| 0 | 461 | |
| 0.01 | 730 | |
| 0.02 | 589 | |
| 0.03 | 511 | |
| 0.04 | 437 | |
| 0.05 | 394 | |
| 0.06 | 391 | |
| 0.07 | 323 | |
| 0.08 | 208 | 1.4% |
| 0.09 | 161 | 1.1% |
| Value | Count | Frequency (%) |
| 52.77 | 1 | |
| 52.75 | 1 | |
| 52.12 | 1 | |
| 52.01 | 1 | |
| 51.88 | 1 | |
| 51.41 | 1 | |
| 51.26 | 1 | |
| 50.53 | 1 | |
| 50.25 | 1 | |
| 50.23 | 1 |
share_global_coal_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 674 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 6062 |
| Missing (%) | 41.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8390459865 |
| Minimum | 0 |
|---|---|
| Maximum | 53.1 |
| Zeros | 2581 |
| Zeros (%) | 17.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.03 |
| Q3 | 0.24 |
| 95-th percentile | 3.581 |
| Maximum | 53.1 |
| Range | 53.1 |
| Interquartile range (IQR) | 0.24 |
Descriptive statistics
| Standard deviation | 3.407786002 |
|---|---|
| Coefficient of variation (CV) | 4.061500868 |
| Kurtosis | 85.86094265 |
| Mean | 0.8390459865 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | 8.163673234 |
| Sum | 7097.49 |
| Variance | 11.61300544 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2581 | |
| 0.01 | 907 | 6.2% |
| 0.02 | 447 | 3.1% |
| 0.03 | 296 | 2.0% |
| 0.04 | 240 | 1.7% |
| 0.05 | 209 | 1.4% |
| 0.06 | 161 | 1.1% |
| 0.07 | 134 | 0.9% |
| 0.09 | 127 | 0.9% |
| 0.12 | 125 | 0.9% |
| Other values (664) | 3232 | |
| (Missing) | 6062 |
| Value | Count | Frequency (%) |
| 0 | 2581 | |
| 0.01 | 907 | 6.2% |
| 0.02 | 447 | 3.1% |
| 0.03 | 296 | 2.0% |
| 0.04 | 240 | 1.7% |
| 0.05 | 209 | 1.4% |
| 0.06 | 161 | 1.1% |
| 0.07 | 134 | 0.9% |
| 0.08 | 121 | 0.8% |
| 0.09 | 127 | 0.9% |
| Value | Count | Frequency (%) |
| 53.1 | 1 | |
| 50.62 | 1 | |
| 49.93 | 1 | |
| 49.81 | 1 | |
| 49.71 | 1 | |
| 49.45 | 1 | |
| 49.38 | 1 | |
| 49.37 | 1 | |
| 49.29 | 1 | |
| 49.24 | 1 |
share_global_oil_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 594 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 254 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4603665802 |
| Minimum | 0 |
|---|---|
| Maximum | 55.12 |
| Zeros | 3169 |
| Zeros (%) | 21.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.03 |
| Q3 | 0.22 |
| 95-th percentile | 1.9 |
| Maximum | 55.12 |
| Range | 55.12 |
| Interquartile range (IQR) | 0.21 |
Descriptive statistics
| Standard deviation | 2.307987824 |
|---|---|
| Coefficient of variation (CV) | 5.013369612 |
| Kurtosis | 228.5781739 |
| Mean | 0.4603665802 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | 13.50211941 |
| Sum | 6568.05 |
| Variance | 5.326807794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3169 | |
| 0.01 | 1885 | 13.0% |
| 0.02 | 1313 | 9.0% |
| 0.03 | 781 | 5.4% |
| 0.04 | 559 | 3.8% |
| 0.05 | 414 | 2.9% |
| 0.06 | 334 | 2.3% |
| 0.08 | 258 | 1.8% |
| 0.07 | 239 | 1.6% |
| 0.09 | 204 | 1.4% |
| Other values (584) | 5111 | |
| (Missing) | 254 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 3169 | |
| 0.01 | 1885 | |
| 0.02 | 1313 | |
| 0.03 | 781 | 5.4% |
| 0.04 | 559 | 3.8% |
| 0.05 | 414 | 2.9% |
| 0.06 | 334 | 2.3% |
| 0.07 | 239 | 1.6% |
| 0.08 | 258 | 1.8% |
| 0.09 | 204 | 1.4% |
| Value | Count | Frequency (%) |
| 55.12 | 1 | |
| 54.44 | 1 | |
| 54.39 | 1 | |
| 53.78 | 1 | |
| 51.38 | 1 | |
| 49.64 | 1 | |
| 47.98 | 1 | |
| 45.52 | 1 | |
| 44.74 | 1 | |
| 43.31 | 1 |
cumulative_cement_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 7865 |
|---|---|
| Distinct (%) | 84.9% |
| Missing | 5254 |
| Missing (%) | 36.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.0671394 |
| Minimum | 0.001 |
|---|---|
| Maximum | 14804.851 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.226 |
| Q1 | 2.3825 |
| median | 11.903 |
| Q3 | 54.702 |
| 95-th percentile | 445.634 |
| Maximum | 14804.851 |
| Range | 14804.85 |
| Interquartile range (IQR) | 52.3195 |
Descriptive statistics
| Standard deviation | 472.2176936 |
|---|---|
| Coefficient of variation (CV) | 4.581651303 |
| Kurtosis | 431.3540749 |
| Mean | 103.0671394 |
| Median Absolute Deviation (MAD) | 11.215 |
| Skewness | 17.92201197 |
| Sum | 955123.181 |
| Variance | 222989.5502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.036 | 10 | 0.1% |
| 0.033 | 10 | 0.1% |
| 0.131 | 9 | 0.1% |
| 0.055 | 9 | 0.1% |
| 0.073 | 9 | 0.1% |
| 0.345 | 9 | 0.1% |
| 0.094 | 8 | 0.1% |
| 0.331 | 8 | 0.1% |
| 0.222 | 8 | 0.1% |
| 0.025 | 8 | 0.1% |
| Other values (7855) | 9179 | |
| (Missing) | 5254 |
| Value | Count | Frequency (%) |
| 0.001 | 2 | < 0.1% |
| 0.003 | 1 | < 0.1% |
| 0.004 | 4 | |
| 0.006 | 3 | |
| 0.007 | 5 | |
| 0.008 | 1 | < 0.1% |
| 0.01 | 2 | < 0.1% |
| 0.011 | 5 | |
| 0.012 | 1 | < 0.1% |
| 0.013 | 3 |
| Value | Count | Frequency (%) |
| 14804.851 | 1 | |
| 13946.618 | 1 | |
| 13119.742 | 1 | |
| 12332.997 | 1 | |
| 11574.812 | 1 | |
| 10831.768 | 1 | |
| 10109.773 | 1 | |
| 9331.146 | 1 | |
| 8582.823 | 1 | |
| 7868.041 | 1 |
cumulative_coal_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 7639 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 6062 |
| Missing (%) | 41.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3580.885414 |
| Minimum | 0 |
|---|---|
| Maximum | 177201.99 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1539 |
| Q1 | 6.0725 |
| median | 97.565 |
| Q3 | 841.865 |
| 95-th percentile | 16260.7513 |
| Maximum | 177201.99 |
| Range | 177201.99 |
| Interquartile range (IQR) | 835.7925 |
Descriptive statistics
| Standard deviation | 14449.57591 |
|---|---|
| Coefficient of variation (CV) | 4.035196394 |
| Kurtosis | 61.63699452 |
| Mean | 3580.885414 |
| Median Absolute Deviation (MAD) | 97.33 |
| Skewness | 7.170791109 |
| Sum | 30290709.72 |
| Variance | 208790244.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.004 | 21 | 0.1% |
| 6.408 | 19 | 0.1% |
| 0.001 | 18 | 0.1% |
| 0.007 | 16 | 0.1% |
| 0.026 | 16 | 0.1% |
| 0.029 | 16 | 0.1% |
| 0.018 | 15 | 0.1% |
| 0.011 | 14 | 0.1% |
| 0.015 | 14 | 0.1% |
| 0.07 | 12 | 0.1% |
| Other values (7629) | 8298 | |
| (Missing) | 6062 |
| Value | Count | Frequency (%) |
| 0 | 5 | < 0.1% |
| 0.001 | 18 | |
| 0.002 | 2 | < 0.1% |
| 0.004 | 21 | |
| 0.006 | 1 | < 0.1% |
| 0.007 | 16 | |
| 0.01 | 1 | < 0.1% |
| 0.011 | 14 | |
| 0.012 | 1 | < 0.1% |
| 0.013 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 177201.99 | 1 | |
| 175650.187 | 1 | |
| 174761.538 | 1 | |
| 173662.684 | 1 | |
| 172379.152 | 1 | |
| 171040.485 | 1 | |
| 169780.889 | 1 | |
| 169660.741 | 1 | |
| 168155.796 | 1 | |
| 166421.27 | 1 |
cumulative_oil_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 12338 |
|---|---|
| Distinct (%) | 86.5% |
| Missing | 254 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1168.345313 |
| Minimum | 0.004 |
|---|---|
| Maximum | 158138.194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0.004 |
|---|---|
| 5-th percentile | 0.249 |
| Q1 | 6.328 |
| median | 55.076 |
| Q3 | 386.1075 |
| 95-th percentile | 3798.5157 |
| Maximum | 158138.194 |
| Range | 158138.19 |
| Interquartile range (IQR) | 379.7795 |
Descriptive statistics
| Standard deviation | 6902.900715 |
|---|---|
| Coefficient of variation (CV) | 5.908270986 |
| Kurtosis | 265.4770099 |
| Mean | 1168.345313 |
| Median Absolute Deviation (MAD) | 54.339 |
| Skewness | 14.93601209 |
| Sum | 16668782.58 |
| Variance | 47650038.28 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.022 | 20 | 0.1% |
| 0.011 | 19 | 0.1% |
| 0.007 | 18 | 0.1% |
| 0.033 | 16 | 0.1% |
| 0.004 | 15 | 0.1% |
| 0.051 | 15 | 0.1% |
| 0.044 | 15 | 0.1% |
| 0.055 | 15 | 0.1% |
| 0.015 | 14 | 0.1% |
| 0.095 | 14 | 0.1% |
| Other values (12328) | 14106 | |
| (Missing) | 254 | 1.7% |
| Value | Count | Frequency (%) |
| 0.004 | 15 | |
| 0.007 | 18 | |
| 0.008 | 1 | < 0.1% |
| 0.009 | 1 | < 0.1% |
| 0.011 | 19 | |
| 0.014 | 1 | < 0.1% |
| 0.015 | 14 | |
| 0.016 | 1 | < 0.1% |
| 0.018 | 14 | |
| 0.021 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 158138.194 | 1 | |
| 156117.656 | 1 | |
| 153804.284 | 1 | |
| 151487.474 | 1 | |
| 149222.148 | 1 | |
| 146975.624 | 1 | |
| 144736.134 | 1 | |
| 142534.958 | 1 | |
| 140350.833 | 1 | |
| 138198.709 | 1 |
share_global_cumulative_cement_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 665 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 5254 |
| Missing (%) | 36.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7631682314 |
| Minimum | 0 |
|---|---|
| Maximum | 36.06 |
| Zeros | 643 |
| Zeros (%) | 4.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.03 |
| median | 0.13 |
| Q3 | 0.5 |
| 95-th percentile | 3.578 |
| Maximum | 36.06 |
| Range | 36.06 |
| Interquartile range (IQR) | 0.47 |
Descriptive statistics
| Standard deviation | 2.404905407 |
|---|---|
| Coefficient of variation (CV) | 3.151212679 |
| Kurtosis | 85.54295613 |
| Mean | 0.7631682314 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | 8.092239483 |
| Sum | 7072.28 |
| Variance | 5.783570017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 811 | 5.6% |
| 0 | 643 | 4.4% |
| 0.02 | 518 | 3.6% |
| 0.04 | 491 | 3.4% |
| 0.05 | 469 | 3.2% |
| 0.03 | 449 | 3.1% |
| 0.06 | 294 | 2.0% |
| 0.07 | 236 | 1.6% |
| 0.08 | 203 | 1.4% |
| 0.09 | 142 | 1.0% |
| Other values (655) | 5011 | |
| (Missing) | 5254 |
| Value | Count | Frequency (%) |
| 0 | 643 | |
| 0.01 | 811 | |
| 0.02 | 518 | |
| 0.03 | 449 | |
| 0.04 | 491 | |
| 0.05 | 469 | |
| 0.06 | 294 | 2.0% |
| 0.07 | 236 | 1.6% |
| 0.08 | 203 | 1.4% |
| 0.09 | 142 | 1.0% |
| Value | Count | Frequency (%) |
| 36.06 | 1 | |
| 35.51 | 1 | |
| 34.89 | 1 | |
| 34.3 | 1 | |
| 34.2 | 1 | |
| 33.58 | 1 | |
| 33.46 | 1 | |
| 32.86 | 1 | |
| 32.75 | 1 | |
| 32.15 | 1 |
share_global_cumulative_coal_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 683 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 6062 |
| Missing (%) | 41.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8389407731 |
| Minimum | 0 |
|---|---|
| Maximum | 35.32 |
| Zeros | 2927 |
| Zeros (%) | 20.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.02 |
| Q3 | 0.18 |
| 95-th percentile | 3.313 |
| Maximum | 35.32 |
| Range | 35.32 |
| Interquartile range (IQR) | 0.18 |
Descriptive statistics
| Standard deviation | 3.30937774 |
|---|---|
| Coefficient of variation (CV) | 3.944709622 |
| Kurtosis | 48.90748566 |
| Mean | 0.8389407731 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 6.565873807 |
| Sum | 7096.6 |
| Variance | 10.95198102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2927 | |
| 0.01 | 865 | 6.0% |
| 0.02 | 483 | 3.3% |
| 0.09 | 253 | 1.7% |
| 0.08 | 233 | 1.6% |
| 0.03 | 211 | 1.5% |
| 0.07 | 209 | 1.4% |
| 0.05 | 189 | 1.3% |
| 0.06 | 174 | 1.2% |
| 0.1 | 135 | 0.9% |
| Other values (673) | 2780 | |
| (Missing) | 6062 |
| Value | Count | Frequency (%) |
| 0 | 2927 | |
| 0.01 | 865 | 6.0% |
| 0.02 | 483 | 3.3% |
| 0.03 | 211 | 1.5% |
| 0.04 | 125 | 0.9% |
| 0.05 | 189 | 1.3% |
| 0.06 | 174 | 1.2% |
| 0.07 | 209 | 1.4% |
| 0.08 | 233 | 1.6% |
| 0.09 | 253 | 1.7% |
| Value | Count | Frequency (%) |
| 35.32 | 1 | |
| 35.2 | 1 | |
| 35.04 | 1 | |
| 34.87 | 1 | |
| 34.64 | 1 | |
| 34.42 | 1 | |
| 34.18 | 1 | |
| 33.93 | 1 | |
| 33.62 | 1 | |
| 33.3 | 1 |
share_global_cumulative_oil_co2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 526 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 254 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4707843275 |
| Minimum | 0 |
|---|---|
| Maximum | 63.79 |
| Zeros | 4064 |
| Zeros (%) | 28.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.03 |
| Q3 | 0.205 |
| 95-th percentile | 1.54 |
| Maximum | 63.79 |
| Range | 63.79 |
| Interquartile range (IQR) | 0.205 |
Descriptive statistics
| Standard deviation | 2.975326441 |
|---|---|
| Coefficient of variation (CV) | 6.319935195 |
| Kurtosis | 236.4338296 |
| Mean | 0.4707843275 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | 14.46262879 |
| Sum | 6716.68 |
| Variance | 8.852567428 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4064 | |
| 0.01 | 1857 | 12.8% |
| 0.02 | 1111 | 7.7% |
| 0.03 | 605 | 4.2% |
| 0.04 | 497 | 3.4% |
| 0.05 | 383 | 2.6% |
| 0.06 | 361 | 2.5% |
| 0.07 | 259 | 1.8% |
| 0.08 | 224 | 1.5% |
| 0.12 | 171 | 1.2% |
| Other values (516) | 4735 | |
| (Missing) | 254 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 4064 | |
| 0.01 | 1857 | |
| 0.02 | 1111 | 7.7% |
| 0.03 | 605 | 4.2% |
| 0.04 | 497 | 3.4% |
| 0.05 | 383 | 2.6% |
| 0.06 | 361 | 2.5% |
| 0.07 | 259 | 1.8% |
| 0.08 | 224 | 1.5% |
| 0.09 | 148 | 1.0% |
| Value | Count | Frequency (%) |
| 63.79 | 1 | |
| 63.27 | 1 | |
| 62.75 | 1 | |
| 62.22 | 1 | |
| 61.58 | 1 | |
| 60.84 | 1 | |
| 60.03 | 1 | |
| 59.13 | 1 | |
| 58.27 | 1 | |
| 57.36 | 1 |
| Distinct | 14394 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 98 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24410223.58 |
| Minimum | 1490 |
|---|---|
| Maximum | 1439323774 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 1490 |
|---|---|
| 5-th percentile | 33202.3 |
| Q1 | 625953.5 |
| median | 4397563 |
| Q3 | 13787769.5 |
| 95-th percentile | 80895527.8 |
| Maximum | 1439323774 |
| Range | 1439322284 |
| Interquartile range (IQR) | 13161816 |
Descriptive statistics
| Standard deviation | 101308763.9 |
|---|---|
| Coefficient of variation (CV) | 4.150259565 |
| Kurtosis | 110.0171239 |
| Mean | 24410223.58 |
| Median Absolute Deviation (MAD) | 4239553 |
| Skewness | 9.879599374 |
| Sum | 3.520686547 × 1011 |
| Variance | 1.026346564 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 261007 | 3 | < 0.1% |
| 8429 | 2 | < 0.1% |
| 10626 | 2 | < 0.1% |
| 6800 | 2 | < 0.1% |
| 294976 | 2 | < 0.1% |
| 1618 | 2 | < 0.1% |
| 9014 | 2 | < 0.1% |
| 9848 | 2 | < 0.1% |
| 1622 | 2 | < 0.1% |
| 1606 | 2 | < 0.1% |
| Other values (14384) | 14402 | |
| (Missing) | 98 | 0.7% |
| Value | Count | Frequency (%) |
| 1490 | 1 | |
| 1606 | 2 | |
| 1607 | 1 | |
| 1610 | 2 | |
| 1611 | 1 | |
| 1612 | 1 | |
| 1614 | 1 | |
| 1618 | 2 | |
| 1622 | 2 | |
| 1633 | 1 |
| Value | Count | Frequency (%) |
| 1439323774 | 1 | |
| 1433783692 | 1 | |
| 1427647789 | 1 | |
| 1421021794 | 1 | |
| 1414049353 | 1 | |
| 1406847868 | 1 | |
| 1399453966 | 1 | |
| 1391883335 | 1 | |
| 1384206408 | 1 | |
| 1380004385 | 1 |
| Distinct | 10627 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 3893 |
| Missing (%) | 26.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.833455189 × 1011 |
| Minimum | 55432000 |
|---|---|
| Maximum | 1.815162044 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 55432000 |
|---|---|
| 5-th percentile | 955160176.2 |
| Q1 | 9169187223 |
| median | 3.176053586 × 1010 |
| Q3 | 1.424216156 × 1011 |
| 95-th percentile | 1.264390104 × 1012 |
| Maximum | 1.815162044 × 1013 |
| Range | 1.815156501 × 1013 |
| Interquartile range (IQR) | 1.332524284 × 1011 |
Descriptive statistics
| Standard deviation | 1.087124698 × 1012 |
|---|---|
| Coefficient of variation (CV) | 3.836745689 |
| Kurtosis | 122.3087182 |
| Mean | 2.833455189 × 1011 |
| Median Absolute Deviation (MAD) | 2.862965229 × 1010 |
| Skewness | 9.870670813 |
| Sum | 3.011396175 × 1015 |
| Variance | 1.181840109 × 1024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76320000 | 2 | < 0.1% |
| 9421400000 | 1 | < 0.1% |
| 2733963650 | 1 | < 0.1% |
| 4.403375578 × 1010 | 1 | < 0.1% |
| 4.451847115 × 1010 | 1 | < 0.1% |
| 4.403295472 × 1010 | 1 | < 0.1% |
| 4.375089006 × 1010 | 1 | < 0.1% |
| 4.22471673 × 1010 | 1 | < 0.1% |
| 4.051713819 × 1010 | 1 | < 0.1% |
| 2910772480 | 1 | < 0.1% |
| Other values (10617) | 10617 | |
| (Missing) | 3893 | 26.8% |
| Value | Count | Frequency (%) |
| 55432000 | 1 | |
| 57942000 | 1 | |
| 59413000 | 1 | |
| 60390000 | 1 | |
| 64410000 | 1 | |
| 69774000 | 1 | |
| 70560000 | 1 | |
| 71460000 | 1 | |
| 71862000 | 1 | |
| 72334000 | 1 |
| Value | Count | Frequency (%) |
| 1.815162044 × 1013 | 1 | |
| 1.814064538 × 1013 | 1 | |
| 1.759628363 × 1013 | 1 | |
| 1.757508142 × 1013 | 1 | |
| 1.725547324 × 1013 | 1 | |
| 1.716255723 × 1013 | 1 | |
| 1.690257882 × 1013 | 1 | |
| 1.671094555 × 1013 | 1 | |
| 1.648266233 × 1013 | 1 | |
| 1.622085676 × 1013 | 1 |
primary_energy_consumption
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 7714 |
|---|---|
| Distinct (%) | 91.5% |
| Missing | 6088 |
| Missing (%) | 41.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 629.1410792 |
| Minimum | 0 |
|---|---|
| Maximum | 39360.925 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3974 |
| Q1 | 6.498 |
| median | 57.183 |
| Q3 | 318.208 |
| 95-th percentile | 2541.893 |
| Maximum | 39360.925 |
| Range | 39360.925 |
| Interquartile range (IQR) | 311.71 |
Descriptive statistics
| Standard deviation | 2506.917006 |
|---|---|
| Coefficient of variation (CV) | 3.984665902 |
| Kurtosis | 89.49405179 |
| Mean | 629.1410792 |
| Median Absolute Deviation (MAD) | 56.146 |
| Skewness | 8.752751037 |
| Sum | 5305546.721 |
| Variance | 6284632.873 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.587 | 41 | 0.3% |
| 0.013 | 31 | 0.2% |
| 0.194 | 15 | 0.1% |
| 1.76 | 14 | 0.1% |
| 0.076 | 13 | 0.1% |
| 0.184 | 11 | 0.1% |
| 0.705 | 10 | 0.1% |
| 1.173 | 10 | 0.1% |
| 0.293 | 10 | 0.1% |
| 0.026 | 9 | 0.1% |
| Other values (7704) | 8269 | |
| (Missing) | 6088 |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 0.012 | 4 | < 0.1% |
| 0.013 | 31 | |
| 0.024 | 1 | < 0.1% |
| 0.025 | 1 | < 0.1% |
| 0.026 | 9 | 0.1% |
| 0.027 | 2 | < 0.1% |
| 0.028 | 3 | < 0.1% |
| 0.029 | 2 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 39360.925 | 1 | |
| 37714.113 | 1 | |
| 36342.177 | 1 | |
| 35264.122 | 1 | |
| 34826.942 | 1 | |
| 34499.453 | 1 | |
| 33715.209 | 1 | |
| 32512.623 | 1 | |
| 31261.361 | 1 | |
| 28967.802 | 1 |
energy_per_capita
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 8314 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 6097 |
| Missing (%) | 42.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25346.15704 |
| Minimum | 0 |
|---|---|
| Maximum | 317582.498 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 113.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 455.68335 |
| Q1 | 3122.573 |
| median | 13239.6815 |
| Q3 | 35584.1915 |
| 95-th percentile | 90095.8988 |
| Maximum | 317582.498 |
| Range | 317582.498 |
| Interquartile range (IQR) | 32461.6185 |
Descriptive statistics
| Standard deviation | 33311.01582 |
|---|---|
| Coefficient of variation (CV) | 1.314243251 |
| Kurtosis | 10.96749621 |
| Mean | 25346.15704 |
| Median Absolute Deviation (MAD) | 11780.1495 |
| Skewness | 2.760503119 |
| Sum | 213516026.9 |
| Variance | 1109623775 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6365.285 | 11 | 0.1% |
| 2121.762 | 7 | < 0.1% |
| 97776.99 | 6 | < 0.1% |
| 4204.412 | 6 | < 0.1% |
| 0 | 6 | < 0.1% |
| 73332.743 | 5 | < 0.1% |
| 55905.803 | 4 | < 0.1% |
| 3704.351 | 4 | < 0.1% |
| 33560.056 | 4 | < 0.1% |
| 9687.595 | 4 | < 0.1% |
| Other values (8304) | 8367 | |
| (Missing) | 6097 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 68.275 | 1 | < 0.1% |
| 71.938 | 1 | < 0.1% |
| 82.192 | 1 | < 0.1% |
| 98.254 | 1 | < 0.1% |
| 98.334 | 1 | < 0.1% |
| 98.984 | 1 | < 0.1% |
| 100.902 | 1 | < 0.1% |
| 101.038 | 1 | < 0.1% |
| 101.125 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 317582.498 | 1 | |
| 316384.923 | 1 | |
| 314614.812 | 1 | |
| 302394.043 | 1 | |
| 268463.782 | 1 | |
| 259410.061 | 1 | |
| 258924.428 | 1 | |
| 257113.835 | 1 | |
| 248186.949 | 1 | |
| 245688.324 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | iso_code | country | year | co2 | co2_growth_prct | co2_growth_abs | co2_per_capita | share_global_co2 | cumulative_co2 | share_global_cumulative_co2 | co2_per_gdp | co2_per_unit_energy | coal_co2 | cement_co2 | oil_co2 | cement_co2_per_capita | coal_co2_per_capita | oil_co2_per_capita | share_global_cement_co2 | share_global_coal_co2 | share_global_oil_co2 | cumulative_cement_co2 | cumulative_coal_co2 | cumulative_oil_co2 | share_global_cumulative_cement_co2 | share_global_cumulative_coal_co2 | share_global_cumulative_oil_co2 | population | gdp | primary_energy_consumption | energy_per_capita | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | AFG | Afghanistan | 1950 | 0.084 | 475.00 | 0.070 | 0.011 | 0.0 | 0.099 | 0.0 | 0.009 | NaN | 0.021 | NaN | 0.063 | NaN | 0.003 | 0.008 | NaN | 0.0 | 0.00 | NaN | 0.036 | 0.063 | NaN | 0.0 | 0.0 | 7752117.0 | 9.421400e+09 | NaN | NaN |
| 1 | 2 | AFG | Afghanistan | 1951 | 0.092 | 8.70 | 0.007 | 0.012 | 0.0 | 0.191 | 0.0 | 0.010 | NaN | 0.026 | NaN | 0.066 | NaN | 0.003 | 0.008 | NaN | 0.0 | 0.00 | NaN | 0.061 | 0.129 | NaN | 0.0 | 0.0 | 7840151.0 | 9.692280e+09 | NaN | NaN |
| 2 | 3 | AFG | Afghanistan | 1952 | 0.092 | 0.00 | 0.000 | 0.012 | 0.0 | 0.282 | 0.0 | 0.009 | NaN | 0.032 | NaN | 0.060 | NaN | 0.004 | 0.008 | NaN | 0.0 | 0.00 | NaN | 0.093 | 0.189 | NaN | 0.0 | 0.0 | 7935996.0 | 1.001732e+10 | NaN | NaN |
| 3 | 4 | AFG | Afghanistan | 1953 | 0.106 | 16.00 | 0.015 | 0.013 | 0.0 | 0.388 | 0.0 | 0.010 | NaN | 0.038 | NaN | 0.068 | NaN | 0.005 | 0.008 | NaN | 0.0 | 0.00 | NaN | 0.131 | 0.257 | NaN | 0.0 | 0.0 | 8039684.0 | 1.063052e+10 | NaN | NaN |
| 4 | 5 | AFG | Afghanistan | 1954 | 0.106 | 0.00 | 0.000 | 0.013 | 0.0 | 0.495 | 0.0 | 0.010 | NaN | 0.043 | NaN | 0.064 | NaN | 0.005 | 0.008 | NaN | 0.0 | 0.00 | NaN | 0.174 | 0.321 | NaN | 0.0 | 0.0 | 8151316.0 | 1.086636e+10 | NaN | NaN |
| 5 | 6 | AFG | Afghanistan | 1955 | 0.154 | 44.83 | 0.048 | 0.019 | 0.0 | 0.649 | 0.0 | 0.014 | NaN | 0.062 | NaN | 0.092 | NaN | 0.008 | 0.011 | NaN | 0.0 | 0.00 | NaN | 0.236 | 0.413 | NaN | 0.0 | 0.0 | 8270992.0 | 1.107819e+10 | NaN | NaN |
| 6 | 7 | AFG | Afghanistan | 1956 | 0.183 | 19.05 | 0.029 | 0.022 | 0.0 | 0.832 | 0.0 | 0.016 | NaN | 0.062 | NaN | 0.121 | NaN | 0.007 | 0.014 | NaN | 0.0 | 0.00 | NaN | 0.298 | 0.534 | NaN | 0.0 | 0.0 | 8398873.0 | 1.158124e+10 | NaN | NaN |
| 7 | 8 | AFG | Afghanistan | 1957 | 0.293 | 60.00 | 0.110 | 0.034 | 0.0 | 1.125 | 0.0 | 0.025 | NaN | 0.077 | NaN | 0.216 | NaN | 0.009 | 0.025 | NaN | 0.0 | 0.01 | NaN | 0.375 | 0.750 | NaN | 0.0 | 0.0 | 8535157.0 | 1.157897e+10 | NaN | NaN |
| 8 | 9 | AFG | Afghanistan | 1958 | 0.330 | 12.50 | 0.037 | 0.038 | 0.0 | 1.455 | 0.0 | 0.027 | NaN | 0.092 | NaN | 0.238 | NaN | 0.011 | 0.027 | NaN | 0.0 | 0.01 | NaN | 0.467 | 0.988 | NaN | 0.0 | 0.0 | 8680097.0 | 1.223884e+10 | NaN | NaN |
| 9 | 10 | AFG | Afghanistan | 1959 | 0.385 | 16.62 | 0.055 | 0.044 | 0.0 | 1.839 | 0.0 | 0.031 | NaN | 0.110 | 0.018 | 0.256 | 0.002 | 0.012 | 0.029 | 0.01 | 0.0 | 0.01 | 0.018 | 0.577 | 1.244 | 0.0 | 0.0 | 0.0 | 8833947.0 | 1.257988e+10 | NaN | NaN |
Last rows
| df_index | iso_code | country | year | co2 | co2_growth_prct | co2_growth_abs | co2_per_capita | share_global_co2 | cumulative_co2 | share_global_cumulative_co2 | co2_per_gdp | co2_per_unit_energy | coal_co2 | cement_co2 | oil_co2 | cement_co2_per_capita | coal_co2_per_capita | oil_co2_per_capita | share_global_cement_co2 | share_global_coal_co2 | share_global_oil_co2 | cumulative_cement_co2 | cumulative_coal_co2 | cumulative_oil_co2 | share_global_cumulative_cement_co2 | share_global_cumulative_coal_co2 | share_global_cumulative_oil_co2 | population | gdp | primary_energy_consumption | energy_per_capita | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14511 | 25194 | ZWE | Zimbabwe | 2011 | 9.744 | 23.68 | 1.866 | 0.756 | 0.03 | 681.879 | 0.05 | 0.498 | 0.190 | 6.101 | 0.382 | 3.261 | 0.030 | 0.473 | 0.253 | 0.03 | 0.04 | 0.03 | 15.438 | 551.528 | 114.912 | 0.05 | 0.08 | 0.02 | 12894323.0 | 1.955407e+10 | 51.260 | 3975.496 |
| 14512 | 25195 | ZWE | Zimbabwe | 2012 | 7.883 | -19.10 | -1.861 | 0.601 | 0.02 | 689.762 | 0.05 | 0.377 | 0.141 | 3.624 | 0.566 | 3.693 | 0.043 | 0.276 | 0.282 | 0.04 | 0.02 | 0.03 | 16.004 | 555.152 | 118.606 | 0.05 | 0.08 | 0.02 | 13115149.0 | 2.090997e+10 | 55.756 | 4251.322 |
| 14513 | 25196 | ZWE | Zimbabwe | 2013 | 11.836 | 50.15 | 3.953 | 0.887 | 0.03 | 701.598 | 0.05 | 0.560 | 0.211 | 7.269 | 0.463 | 4.104 | 0.035 | 0.544 | 0.307 | 0.03 | 0.05 | 0.04 | 16.468 | 562.421 | 122.709 | 0.05 | 0.08 | 0.02 | 13350378.0 | 2.112350e+10 | 56.081 | 4200.829 |
| 14514 | 25197 | ZWE | Zimbabwe | 2014 | 11.906 | 0.59 | 0.069 | 0.876 | 0.03 | 713.504 | 0.05 | 0.561 | 0.212 | 7.691 | 0.496 | 3.719 | 0.036 | 0.566 | 0.274 | 0.03 | 0.05 | 0.03 | 16.964 | 570.112 | 126.428 | 0.05 | 0.08 | 0.02 | 13586710.0 | 2.122250e+10 | 56.084 | 4127.801 |
| 14515 | 25198 | ZWE | Zimbabwe | 2015 | 12.226 | 2.69 | 0.320 | 0.885 | 0.03 | 725.729 | 0.05 | 0.581 | 0.220 | 8.033 | 0.585 | 3.608 | 0.042 | 0.582 | 0.261 | 0.04 | 0.05 | 0.03 | 17.549 | 578.145 | 130.036 | 0.05 | 0.08 | 0.02 | 13814642.0 | 2.102746e+10 | 55.642 | 4027.628 |
| 14516 | 25199 | ZWE | Zimbabwe | 2016 | 10.738 | -12.17 | -1.488 | 0.765 | 0.03 | 736.467 | 0.05 | 0.512 | 0.226 | 6.959 | 0.639 | 3.139 | 0.046 | 0.496 | 0.224 | 0.04 | 0.05 | 0.03 | 18.188 | 585.104 | 133.175 | 0.05 | 0.08 | 0.02 | 14030338.0 | 2.096179e+10 | 47.500 | 3385.574 |
| 14517 | 25200 | ZWE | Zimbabwe | 2017 | 9.582 | -10.77 | -1.156 | 0.673 | 0.03 | 746.049 | 0.05 | 0.437 | NaN | 5.665 | 0.678 | 3.239 | 0.048 | 0.398 | 0.228 | 0.05 | 0.04 | 0.03 | 18.866 | 590.768 | 136.414 | 0.05 | 0.08 | 0.02 | 14236599.0 | 2.194784e+10 | NaN | NaN |
| 14518 | 25201 | ZWE | Zimbabwe | 2018 | 11.854 | 23.72 | 2.273 | 0.821 | 0.03 | 757.903 | 0.05 | 0.522 | NaN | 7.101 | 0.697 | 4.056 | 0.048 | 0.492 | 0.281 | 0.04 | 0.05 | 0.03 | 19.564 | 597.869 | 140.470 | 0.05 | 0.08 | 0.02 | 14438812.0 | 2.271535e+10 | NaN | NaN |
| 14519 | 25202 | ZWE | Zimbabwe | 2019 | 10.949 | -7.64 | -0.905 | 0.748 | 0.03 | 768.852 | 0.05 | NaN | NaN | 6.020 | 0.697 | 4.232 | 0.048 | 0.411 | 0.289 | 0.04 | 0.04 | 0.03 | 20.261 | 603.889 | 144.702 | 0.05 | 0.08 | 0.02 | 14645473.0 | NaN | NaN | NaN |
| 14520 | 25203 | ZWE | Zimbabwe | 2020 | 10.531 | -3.82 | -0.418 | 0.709 | 0.03 | 779.383 | 0.05 | NaN | NaN | 6.257 | 0.697 | 3.576 | 0.047 | 0.421 | 0.241 | 0.04 | 0.04 | 0.03 | 20.959 | 610.146 | 148.279 | 0.05 | 0.08 | 0.03 | 14862927.0 | NaN | NaN | NaN |